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Articles

Faster Bilevel Optimization: Single-Loop Penalty Methods for LLMs & Hyperparameter Tuning

By Liuyuan Jiang, Quan Xiao, Lisha Chen, Tianyi Chen on November 24, 2025Vol. 1, Issue No. 1

Quantum-Inspired Deep Learning: Unifying Latent Graph Geometry with Schrödinger Dynamics

By Dmitry Pasechnyuk-Vilensky, Martin Tak\'a\v{c} on November 10, 2025Vol. 1, Issue No. 1

Game Theory Meets Federated Learning: How Strategic AI Clients Optimize for Equilibrium

By TaeHo Yoon, Sayantan Choudhury, Nicolas Loizou on November 10, 2025Vol. 1, Issue No. 1

Mastering Delayed Feedback: WOFTRL Unlocks Optimal AI Learning in Games

By Yuma Fujimoto, Kenshi Abe, Kaito Ariu on November 10, 2025Vol. 1, Issue No. 1

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